2 papers
cs.LG2026
Score-Driven Rating System for Sports
VladimÃr Holý, Michal Äerný
This paper introduces a score-driven rating system, a generalization of the classical Elo rating system that employs the score, i.e. the gradient of the log-likelihood, as the upda…
cs.CL2025
Explaining word embeddings with perfect fidelity: Case study in research impact prediction
Lucie Dvorackova, Marcin P. Joachimiak, Michal Cerny +3
The best-performing approaches for scholarly document quality prediction are based on embedding models. In addition to their performance when used in classifiers, embedding models…